70 citations · 118 across the 6 of their papers we have counts for
6 papers
Analysis of the -CSA-ES with Repair by Projection Applied to a Conically Constrained Problem
Patrick Spettel, Hans-Georg Beyer
Theoretical analyses of evolution strategies are indispensable for gaining a deep understanding of their inner workings. For constrained problems, rather simple problems are of int…
Analysis of the --Self-Adaptation Evolution Strategy with Repair by Projection Applied to a Conically Constrained Problem
Patrick Spettel, Hans-Georg Beyer
A theoretical performance analysis of the --Self-Adaptation Evolution Strategy (SA-ES) is presented considering a conically constrained problem. Infeasible offspri…
A Linear Constrained Optimization Benchmark For Probabilistic Search Algorithms: The Rotated Klee-Minty Problem
Michael Hellwig, Hans-Georg Beyer
The development, assessment, and comparison of randomized search algorithms heavily rely on benchmarking. Regarding the domain of constrained optimization, the number of currently…
A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization under Linear Constraints
Patrick Spettel, Hans-Georg Beyer, Michael Hellwig
This paper addresses the development of a covariance matrix self-adaptation evolution strategy (CMSA-ES) for solving optimization problems with linear constraints. The proposed alg…
Benchmarking Evolutionary Algorithms For Single Objective Real-valued Constrained Optimization - A Critical Review
Michael Hellwig, Hans-Georg Beyer
Benchmarking plays an important role in the development of novel search algorithms as well as for the assessment and comparison of contemporary algorithmic ideas. This paper presen…
Limited-Memory Matrix Adaptation for Large Scale Black-box Optimization
Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer
The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is a popular method to deal with nonconvex and/or stochastic optimization problems when the gradient information is not…